Literature DB >> 32524754

The Kilim plot: A tool for visualizing network meta-analysis results for multiple outcomes.

Michael Seo1, Toshi A Furukawa2, Areti Angeliki Veroniki3,4,5, Toby Pillinger6,7, Anneka Tomlinson8,9, Georgia Salanti1, Andrea Cipriani8,9, Orestis Efthimiou1.   

Abstract

Network meta-analysis (NMA) can be used to compare multiple competing treatments for the same disease. In practice, usually a range of outcomes is of interest. As the number of outcomes increases, summarizing results from multiple NMAs becomes a nontrivial task, especially for larger networks. Moreover, NMAs provide results in terms of relative effect measures that can be difficult to interpret and apply in every-day clinical practice, such as the odds ratios. In this article, we aim to facilitate the clinical decision-making process by proposing a new graphical tool, the Kilim plot, for presenting results from NMA on multiple outcomes. Our plot compactly summarizes results on all treatments and all outcomes; it provides information regarding the strength of the statistical evidence of treatment effects, while it illustrates absolute, rather than relative, effects of interventions. Moreover, it can be easily modified to include considerations regarding clinically important effects. To showcase our method, we use data from a network of studies in antidepressants. All analyses are performed in R and we provide the source code needed to produce the Kilim plot, as well as an interactive web application.
© 2020 The Authors. Research Synthesis Methods published by John Wiley & Sons Ltd.

Entities:  

Keywords:  indirect comparisons; mixed evidence; multiple outcomes; multiple treatments meta-analysis; visualization

Year:  2020        PMID: 32524754      PMCID: PMC7818463          DOI: 10.1002/jrsm.1428

Source DB:  PubMed          Journal:  Res Synth Methods        ISSN: 1759-2879            Impact factor:   5.273


  18 in total

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8.  Two new approaches for the visualisation of models for network meta-analysis.

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Journal:  PLoS Med       Date:  2020-04-03       Impact factor: 11.069

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4.  Dismantling, optimising, and personalising internet cognitive behavioural therapy for depression: a systematic review and component network meta-analysis using individual participant data.

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Journal:  Lancet Psychiatry       Date:  2021-05-03       Impact factor: 77.056

5.  The Kilim plot: A tool for visualizing network meta-analysis results for multiple outcomes.

Authors:  Michael Seo; Toshi A Furukawa; Areti Angeliki Veroniki; Toby Pillinger; Anneka Tomlinson; Georgia Salanti; Andrea Cipriani; Orestis Efthimiou
Journal:  Res Synth Methods       Date:  2020-07-16       Impact factor: 5.273

6.  Simplified figure to present direct and indirect comparisons: Revisiting the graph 10 years later.

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7.  Magnitude and variability of structural brain abnormalities in neuropsychiatric disease: protocol for a network meta-analysis of MRI studies.

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